Grid Archives - Utility Analytics Institute

Grid Technology

Probabilistic Electricity Consumption Forecasting

Machine learning provides an excellent avenue for predicting future energy consumption. Energy Consumption is Ripe for ML Predictions Matching energy consumption with the appropriate level of supply is critical. Excess electricity cannot be stored unless converted to alternate…

Mosaic Data ScienceJune 10, 2021

Grid Strategy Technology

Growing Analytics to Meet Current and Future Needs: NYPA’s Approach

NYPA is committed to becoming an end-to-end digital utility. At UA Summit 2021 they laid out how they developed their data analytics strategy, process, and architecture. The New York Power Authority (NYPA) has taken a disciplined approach to…

Jill FeblowitzMay 26, 2021

Grid Technology

Automating Utility Pole Recognition & Inspection with Computer Vision

Computer vision offers significant cost savings by way of scalability and automation. The true art of any AI application comes down to how a data scientist can tune AI to accurately label what is in the image set.…

Mosaic Data ScienceMay 17, 2021

Grid Technology Uncategorized

Using Satellite Imagery to Identify 37 Different Species of Vegetation and Reduce Risk

A case study by Red Eléctrica de España, Elewit and Overstory. Which tree, of the millions that are located near power lines, could be the one to grow into a powerline or fall and cause a power outage?…

Red Eléctrica de España, Elewit and OverstoryMay 10, 2021

Grid Strategy Technology

Artificial Intelligence: How good is good enough?

Artificial intelligence is a great tool for specific purposes but it’s not a panacea for grid automation. Speak with any data scientist about artificial intelligence (AI) and you’ll soon hear one common gripe: that hype lifts expectations to…

Stuart RavensApril 20, 2021

Grid Strategy Technology

Using Data Visualization to Realize Return on Smart Grid Investments

Data visualization software can help utilities visualize the return on smart grid investments and show how much change smart grid technologies bring. Data visualization is the graphical representation of data and information using visual elements such as maps,…

Live EarthMarch 31, 2021

Grid Strategy Technology

Three Problems Data Can Solve for Utilities—And One it Can’t

Apply data and analytics to solve these common challenges No utility has a perfect data and analytics strategy. There are simply too many problems to solve. From cybersecurity to asset inventory to customer experience, utilities are stretched way…

Robert LakeMarch 22, 2021

Grid Strategy Technology Uncategorized

For T & D Leaders, Change Is NOT on the Horizon. It’s Here NOW.

The increasingly dynamic nature of the grid means platforms need to handle all aspects of the analytic modelling process in an integrated and seamless fashion to rapidly get from analytical model development to business decision-making. The proliferation…

Mike Smith, George MathewMarch 10, 2021

Grid Strategy Technology

Too Much of a Good Thing?

Why Utilities Need the Right Data to Empower Action While data can be an invaluable tool for utility companies, what happens when there’s too much of a good thing? Many utilities have vast amounts of asset data. This…

Kristen EllerbeFebruary 15, 2021

Grid Uncategorized

The Energy Act of 2020, Grid Modernization – A First Look

A first look at Title VIII Grid Modernization from the 533-page Energy Act of 2020. The 533-page Energy Act of 2020 is chock full of provisions that cover almost every aspect of the energy transition, including R&D, development…

Jill FeblowitzJanuary 19, 2021

Asset & Workforce Grid Sponsored Technology

Improving Asset Risk Mitigation by Making Data a Top Priority

Risk mitigation is the key reason to know the probability of failure of utility assets. Unfortunately, the utilities that know that best, are the ones that have had one or more catastrophic asset failures that jeopardized the safety…

Caitlin Frank, Adrian Larreal (Manager), and Debra Henderson (Principal Consultant)October 21, 2020

Grid Technology

Virginia Regulators Seek Comments by Sept. 21 on KU-ODP’s Estimated $14.8m Rebuild Project (via T&D World)

The commission said that any interested person or entity may file a request by Aug. 24 that the commission convene a hearing on the company’s application. Comments on Kentucky Utilities d/b/a Old Dominion Power Company’s (KU-ODP) June application…

T&D WorldJuly 14, 2020

Grid

Probabilistic Electricity Consumption Forecasting

Growing Analytics to Meet Current and Future Needs: NYPA’s Approach

Automating Utility Pole Recognition & Inspection with Computer Vision

Using Satellite Imagery to Identify 37 Different Species of Vegetation and Reduce Risk

Artificial Intelligence: How good is good enough?

Using Data Visualization to Realize Return on Smart Grid Investments

Three Problems Data Can Solve for Utilities—And One it Can’t

For T & D Leaders, Change Is NOT on the Horizon. It’s Here NOW.

Too Much of a Good Thing?

The Energy Act of 2020, Grid Modernization – A First Look

Improving Asset Risk Mitigation by Making Data a Top Priority

Virginia Regulators Seek Comments by Sept. 21 on KU-ODP’s Estimated $14.8m Rebuild Project (via T&D World)

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